Table 2 Results with 10 epochs on ds1 dataset
From: Identification of natural selection in genomic data with deep convolutional neural network
L. rate | Train acc. | Val. acc. | Test acc. | Train Loss | Val. Loss | Test loss | Time(s) |
|---|---|---|---|---|---|---|---|
1.0e-3 | 0.956 | 0.954 | 0.954 | 0.117 | 0.138 | 0.138 | 1396 |
5.0e-4 | 0.950 | 0.955 | 0.955 | 0.133 | 0.141 | 0.141 | 1392 |
1.5e-4 | 0.940 | 0.944 | 0.944 | 0.167 | 0.172 | 0.172 | 1395 |
1.0e-5 | 0.938 | 0.943 | 0.943 | 0.175 | 0.177 | 0.177 | 1417 |